Ignacio Martos
Investigador Posdoctoral at Universidad de Granada
Granada, Andalusia, Spain
Summary
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Senior🎓
Top SchoolIgnacio Martos is a mathematician and computer science engineer turned postdoctoral researcher at the University of Granada with a decade of experience in AI, machine learning and cybersecurity research. His work focuses on anomaly detection across static and time-series data using classical algorithms, ensemble methods and deep learning models, built on a foundation of dual degrees in Mathematics and Computer Engineering and a master’s in Data Science. As a PhD candidate and co-founder of Interferencias, he blends rigorous theoretical interests—topology and algebra—with applied data science and security-minded AI. Based in Granada, he is equally comfortable designing statistical models as implementing scalable ML solutions and often bridges formal mathematics with practical algorithmic engineering.
9 years of coding experience
Máster en Ciencia de Datos e Ingeniería de Computadores, Ciencia de Datos, Especialidad en Ciencia de Datos, Máster en Ciencia de Datos e Ingeniería de Computadores, Ciencia de Datos, Especialidad en Ciencia de Datos at Universidad de Granada
Spanish, English, French
Github Skills (55)
recurrent10
feature-extraction10
outliers10
del10
pytorch-lightning10
autoencoder10
unsupervised-learning10
outlier-detection10
anomaly-detection9
novelty-detection9
extraction9
data-mining9
lstm9
fraud-detection9
keras9
Programming languages (5)
Github contributions (5)
nacheteam/charla-ransomware
Sep 2017 - Oct 2017
Contributions:1 release, 59 commits, 53 pushes in 1 month
nacheteam/The-Whale-Optimization-Algorithm
Apr 2018 - Dec 2018
Contributions:1 release, 170 commits, 10 pushes in 7 months
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